2025
Jiwoo Jung, Yipene Cedric Francois Bassole, Yunsick Sung, “Physics-Informed Neural Network and Momentum Contrastive Learning for Battery State of Health Estimation” Complex & Intelligent Systems, 2025. In Press (SCIE, Q1)
Shuyu Li, Dooho Choi, Yunsick Sung, “MidiLM: A Dual-Path Model for Controllable Text-to-MIDI Generation” In Proceedings of the AAAI Conference on Artificial Intelligence, Accepted.
Dooho Choi, Yunsick Sung, "PixTention: Dynamic Pixel-Level Adaptor Using Attention Maps," Image and Vision Computing, Vol. 163, 105746, 2025. (SCIE, Q1)
Shuyu Li, Yunsick Sung, "Type-based Mixture of Experts and Semi-Supervised Multi-task Pre-training for Symbolic Music," Expert Systems with Applications, Vol. 292, 128613, 2025. (SCIE, Q1)
Sungwoo Kim, Yongjin Lee, Yunsick Sung, “Enhancing safety of vision-language reasoning through model-to-model deliberation”, Complex & Intelligent Systems Vol. 11, No. 464, 2025. (SCIE, Q1)
Sang-Geol Lee, Yunsick Sung, Jong Hyuk Park, "Motion Estimation Framework and Authoring Tools Based on MYOs and Bayesian Probability," Multimedia Tools and Applications, Vol. 84, pp. 36235-36254, 2025. (SCIE, Q1)
Seonpyo Kim ,Geonhui Kim ,Shoki Yagishita ,Daewoon Han , Jeonghyeon Im, Yunsick Sung, "Enhancing Diffusion-Based Music Generation Performance with LoRA," Applied Sciences, Vol. 15, Issue 15, 2025. (SCIE, Q1, Undergraduate Students)
Hohyeon Shin, Jeonghyeon Im, Yunsick Sung, "Enhancing MusicGen with Prompt Tuning," Applied Sciences, Vol. 15, Issue 15, 2025. (SCIE, Q1, Undergraduate Students)
Donghyeon Kim, Minki Park, Jungsun Lee, Inho Lee, Jeonghyeon Jin, Yunsick Sung, "Enhanced Semantic Retrieval with Structured Prompt and Dimensionality Reduction for Big Data," Mathematics, Vol. 13, Issue 15, 2025. (SCIE, Q1, Undergraduate Students)
Yein Choi, Sungwoo Kim, Yipene Cedric Francois Bassole, Yunsick Sung, "Enhanced Retrieval-Augmented Generation Using Low-Rank Adaptation," Applied Sciences, Vol. 15, Issue 8, 2025. (SCIE, Q1, Undergraduate Students)
Minjun Cho, Sungwoo Kim, Dooho Choi, Yunsick Sung , "Enhanced BLIP-2 Optimization Using LoRA for Generating Dashcam Captions," Applied Sciences, Vol. 15, Issue 7, 2025. (SCIE, Q1, Undergraduate Students)
2024
Dooho Choi, Jeonghyeon Im, Yunsick Sung, “LoRA Fusion: Enhancing Image Generation,” Mathematics, Vol. 12, No. 22, Issues 3474, 2024. (SCIE, Q1)
2023